Profiling Report

Dataset statistics

Number of variables	21
Number of observations	2954
Missing cells	2565
Missing cells (%)	4.1%
Duplicate rows	16
Duplicate rows (%)	0.5%
Total size in memory	484.8 KiB
Average record size in memory	168.0 B

Variable types

Numeric	20
Categorical	1

Alerts

Dataset has 16 (0.5%) duplicate rows	Duplicates
`Продолжительность жизни` is highly overall correlated with `Смертность среди взрослых` and 12 other fields	High correlation
`Смертность среди взрослых` is highly overall correlated with `Продолжительность жизни` and 2 other fields	High correlation
`Смертность младенцев` is highly overall correlated with `Продолжительность жизни` and 5 other fields	High correlation
`Алкоголь` is highly overall correlated with `Индекс состава доходов` and 2 other fields	High correlation
`Процентное использование расходов` is highly overall correlated with `ВВП` and 1 other fields	High correlation
`Гепатит B` is highly overall correlated with `Полио` and 1 other fields	High correlation
`Корь` is highly overall correlated with `Смертность младенцев` and 1 other fields	High correlation
`ИМТ` is highly overall correlated with `Продолжительность жизни` and 5 other fields	High correlation
`Смертность детей до 5 лет` is highly overall correlated with `Продолжительность жизни` and 6 other fields	High correlation
`Полио` is highly overall correlated with `Продолжительность жизни` and 4 other fields	High correlation
`Дифтерия` is highly overall correlated with `Продолжительность жизни` and 4 other fields	High correlation
`ВИЧ/СПИД` is highly overall correlated with `Продолжительность жизни` and 5 other fields	High correlation
`ВВП` is highly overall correlated with `Продолжительность жизни` and 5 other fields	High correlation
`Худоба 1-19 лет` is highly overall correlated with `Продолжительность жизни` and 4 other fields	High correlation
`Худоба 5-9 лет` is highly overall correlated with `Продолжительность жизни` and 4 other fields	High correlation
`Индекс состава доходов` is highly overall correlated with `Продолжительность жизни` and 14 other fields	High correlation
`Образование` is highly overall correlated with `Продолжительность жизни` and 12 other fields	High correlation
`Статус` is highly overall correlated with `Продолжительность жизни` and 3 other fields	High correlation
`Алкоголь` has 195 (6.6%) missing values	Missing
`Гепатит B` has 553 (18.7%) missing values	Missing
`ИМТ` has 34 (1.2%) missing values	Missing
`Общие расходы` has 227 (7.7%) missing values	Missing
`ВВП` has 448 (15.2%) missing values	Missing
`Население` has 652 (22.1%) missing values	Missing
`Худоба 1-19 лет` has 34 (1.2%) missing values	Missing
`Худоба 5-9 лет` has 34 (1.2%) missing values	Missing
`Индекс состава доходов` has 167 (5.7%) missing values	Missing
`Образование` has 163 (5.5%) missing values	Missing
`Смертность младенцев` has 848 (28.7%) zeros	Zeros
`Процентное использование расходов` has 617 (20.9%) zeros	Zeros
`Корь` has 989 (33.5%) zeros	Zeros
`Смертность детей до 5 лет` has 785 (26.6%) zeros	Zeros
`Индекс состава доходов` has 130 (4.4%) zeros	Zeros

Reproduction

Analysis started	2023-04-03 12:24:05.144415
Analysis finished	2023-04-03 12:24:24.910856
Duration	19.77 seconds
Software version	ydata-profiling vv4.1.2
Download configuration	config.json

Год
Real number (ℝ)

Distinct	16
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2007.5186

Minimum	2000
Maximum	2015
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	2000
5-th percentile	2000
Q1	2004
median	2008
Q3	2012
95-th percentile	2015
Maximum	2015
Range	15
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	4.6138191
Coefficient of variation (CV)	0.0022982696
Kurtosis	-1.2136987
Mean	2007.5186
Median Absolute Deviation (MAD)	4
Skewness	-0.0063742758
Sum	5930210
Variance	21.287327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
2013	194	6.6%
2015	184	6.2%
2014	184	6.2%
2012	184	6.2%
2011	184	6.2%
2010	184	6.2%
2009	184	6.2%
2008	184	6.2%
2007	184	6.2%
2006	184	6.2%
Other values (6)	1104	37.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2000	184	6.2%
2001	184	6.2%
2002	184	6.2%
2003	184	6.2%
2004	184	6.2%
2005	184	6.2%
2006	184	6.2%
2007	184	6.2%
2008	184	6.2%
2009	184	6.2%

Value	Count	Frequency (%)
2015	184	6.2%
2014	184	6.2%
2013	194	6.6%
2012	184	6.2%
2011	184	6.2%
2010	184	6.2%
2009	184	6.2%
2008	184	6.2%
2007	184	6.2%
2006	184	6.2%

Статус
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	23.2 KiB

Развивающаяся	2442
Развитая	512

Length

Max length	13
Median length	13
Mean length	12.133378
Min length	8

Characters and Unicode

Total characters	35842
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Развивающаяся
2nd row	Развивающаяся
3rd row	Развивающаяся
4th row	Развивающаяся
5th row	Развивающаяся

Common Values

Value	Count	Frequency (%)
Развивающаяся	2442	82.7%
Развитая	512	17.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
развивающаяся	2442	82.7%
развитая	512	17.3%

Most occurring characters

Value	Count	Frequency (%)
а	8350	23.3%
в	5396	15.1%
я	5396	15.1%
Р	2954	8.2%
з	2954	8.2%
и	2954	8.2%
ю	2442	6.8%
щ	2442	6.8%
с	2442	6.8%
т	512	1.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	32888	91.8%
Uppercase Letter	2954	8.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
а	8350	25.4%
в	5396	16.4%
я	5396	16.4%
з	2954	9.0%
и	2954	9.0%
ю	2442	7.4%
щ	2442	7.4%
с	2442	7.4%
т	512	1.6%

Uppercase Letter

Value	Count	Frequency (%)
Р	2954	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Cyrillic	35842	100.0%

Most frequent character per script

Cyrillic

Value	Count	Frequency (%)
а	8350	23.3%
в	5396	15.1%
я	5396	15.1%
Р	2954	8.2%
з	2954	8.2%
и	2954	8.2%
ю	2442	6.8%
щ	2442	6.8%
с	2442	6.8%
т	512	1.4%

Most occurring blocks

Value	Count	Frequency (%)
Cyrillic	35842	100.0%

Most frequent character per block

Cyrillic

Value	Count	Frequency (%)
а	8350	23.3%
в	5396	15.1%
я	5396	15.1%
Р	2954	8.2%
з	2954	8.2%
и	2954	8.2%
ю	2442	6.8%
щ	2442	6.8%
с	2442	6.8%
т	512	1.4%

Продолжительность жизни
Real number (ℝ)

Distinct	362
Distinct (%)	12.3%
Missing	10
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	69.123098

Minimum	36.3
Maximum	89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	36.3
5-th percentile	51.2
Q1	63
median	72
Q3	75.6
95-th percentile	82
Maximum	89
Range	52.7
Interquartile range (IQR)	12.6

Descriptive statistics

Standard deviation	9.6097458
Coefficient of variation (CV)	0.13902366
Kurtosis	-0.24707131
Mean	69.123098
Median Absolute Deviation (MAD)	5.8
Skewness	-0.64007331
Sum	203498.4
Variance	92.347214
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	45	1.5%
75	33	1.1%
78	31	1.0%
73.6	28	0.9%
76	25	0.8%
73.9	25	0.8%
81	25	0.8%
74.5	24	0.8%
74.7	24	0.8%
74.1	23	0.8%
Other values (352)	2661	90.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.3	1	< 0.1%
39	1	< 0.1%
41	1	< 0.1%
41.5	1	< 0.1%
42.3	1	< 0.1%
43.1	1	< 0.1%
43.3	1	< 0.1%
43.5	1	< 0.1%
43.8	1	< 0.1%
44	1	< 0.1%

Value	Count	Frequency (%)
89	11	0.4%
88	10	0.3%
87	9	0.3%
86	15	0.5%
85	12	0.4%
84	11	0.4%
83.7	1	< 0.1%
83.5	2	0.1%
83.4	1	< 0.1%
83.3	1	< 0.1%

Смертность среди взрослых
Real number (ℝ)

Distinct	425
Distinct (%)	14.4%
Missing	10
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	166.41372

Minimum	1
Maximum	723
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	1
5-th percentile	13
Q1	74
median	144
Q3	229
95-th percentile	413
Maximum	723
Range	722
Interquartile range (IQR)	155

Descriptive statistics

Standard deviation	127.05377
Coefficient of variation (CV)	0.7634813
Kurtosis	1.9593355
Mean	166.41372
Median Absolute Deviation (MAD)	76
Skewness	1.23207
Sum	489922
Variance	16142.659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	34	1.2%
14	30	1.0%
16	29	1.0%
138	25	0.8%
11	25	0.8%
19	23	0.8%
144	22	0.7%
15	21	0.7%
17	21	0.7%
13	21	0.7%
Other values (415)	2693	91.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12	0.4%
2	8	0.3%
3	6	0.2%
4	4	0.1%
5	2	0.1%
6	13	0.4%
7	17	0.6%
8	13	0.4%
9	12	0.4%
11	25	0.8%

Value	Count	Frequency (%)
723	2	0.1%
717	2	0.1%
715	2	0.1%
699	1	< 0.1%
693	1	< 0.1%
686	2	0.1%
682	1	< 0.1%
679	1	< 0.1%
675	1	< 0.1%
666	1	< 0.1%

Смертность младенцев
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	209
Distinct (%)	7.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.283683

Minimum	0
Maximum	1800
Zeros	848
Zeros (%)	28.7%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	23
95-th percentile	94
Maximum	1800
Range	1800
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	117.60704
Coefficient of variation (CV)	3.8835118
Kurtosis	116.69492
Mean	30.283683
Median Absolute Deviation (MAD)	3
Skewness	9.8139531
Sum	89458
Variance	13831.416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	848	28.7%
1	342	11.6%
2	203	6.9%
3	175	5.9%
4	96	3.2%
8	57	1.9%
7	53	1.8%
9	48	1.6%
10	48	1.6%
6	46	1.6%
Other values (199)	1038	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	848	28.7%
1	342	11.6%
2	203	6.9%
3	175	5.9%
4	96	3.2%
5	44	1.5%
6	46	1.6%
7	53	1.8%
8	57	1.9%
9	48	1.6%

Value	Count	Frequency (%)
1800	2	0.1%
1700	2	0.1%
1600	1	< 0.1%
1500	2	0.1%
1400	1	< 0.1%
1300	2	0.1%
1200	1	< 0.1%
1100	2	0.1%
1000	1	< 0.1%
957	1	< 0.1%

Алкоголь
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1076
Distinct (%)	39.0%
Missing	195
Missing (%)	6.6%
Infinite	0
Infinite (%)	0.0%
Mean	4.6022037

Minimum	0.01
Maximum	17.87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.01
Q1	0.89
median	3.77
Q3	7.68
95-th percentile	11.96
Maximum	17.87
Range	17.86
Interquartile range (IQR)	6.79

Descriptive statistics

Standard deviation	4.0427406
Coefficient of variation (CV)	0.87843583
Kurtosis	-0.79324349
Mean	4.6022037
Median Absolute Deviation (MAD)	3.24
Skewness	0.59088482
Sum	12697.48
Variance	16.343752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	288	9.7%
0.03	15	0.5%
0.04	13	0.4%
0.02	12	0.4%
0.09	12	0.4%
0.06	10	0.3%
1.18	10	0.3%
0.21	10	0.3%
0.55	9	0.3%
0.49	9	0.3%
Other values (1066)	2371	80.3%
(Missing)	195	6.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	288	9.7%
0.02	12	0.4%
0.03	15	0.5%
0.04	13	0.4%
0.05	9	0.3%
0.06	10	0.3%
0.07	4	0.1%
0.08	9	0.3%
0.09	12	0.4%
0.1	7	0.2%

Value	Count	Frequency (%)
17.87	1	< 0.1%
17.31	1	< 0.1%
16.99	1	< 0.1%
16.58	1	< 0.1%
16.35	1	< 0.1%
15.52	1	< 0.1%
15.19	1	< 0.1%
15.14	1	< 0.1%
15.07	1	< 0.1%
15.04	2	0.1%

Процентное использование расходов
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2328
Distinct (%)	78.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	734.36294

Minimum	0
Maximum	19479.912
Zeros	617
Zeros (%)	20.9%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.4411579
median	63.855205
Q3	437.07571
95-th percentile	4484.387
Maximum	19479.912
Range	19479.912
Interquartile range (IQR)	432.63455

Descriptive statistics

Standard deviation	1983.2234
Coefficient of variation (CV)	2.7006038
Kurtosis	26.728868
Mean	734.36294
Median Absolute Deviation (MAD)	63.855205
Skewness	4.6653694
Sum	2169308.1
Variance	3933174.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	617	20.9%
8.7174087	2	0.1%
53.30858081	2	0.1%
10.82259524	2	0.1%
92.60233636	2	0.1%
63.75053034	2	0.1%
10.66670728	2	0.1%
1.040021112	2	0.1%
20.84342867	2	0.1%
29.81456607	2	0.1%
Other values (2318)	2319	78.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	617	20.9%
0.09987219	1	< 0.1%
0.108055973	1	< 0.1%
0.27564826	1	< 0.1%
0.328418056	1	< 0.1%
0.358651421	1	< 0.1%
0.388253772	1	< 0.1%
0.397228764	1	< 0.1%
0.442802404	1	< 0.1%
0.5305728	1	< 0.1%

Value	Count	Frequency (%)
19479.91161	1	< 0.1%
19099.04506	1	< 0.1%
18961.3486	1	< 0.1%
18822.86732	1	< 0.1%
18379.32974	1	< 0.1%
17028.52798	1	< 0.1%
16255.16198	1	< 0.1%
15515.75234	1	< 0.1%
15345.4907	1	< 0.1%
15268.06445	1	< 0.1%

Гепатит B
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	87
Distinct (%)	3.6%
Missing	553
Missing (%)	18.7%
Infinite	0
Infinite (%)	0.0%
Mean	80.871304

Minimum	1
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	77
median	92
Q3	97
95-th percentile	99
Maximum	99
Range	98
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	25.088271
Coefficient of variation (CV)	0.31022464
Kurtosis	2.7537565
Mean	80.871304
Median Absolute Deviation (MAD)	6
Skewness	-1.9260108
Sum	194172
Variance	629.42135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	240	8.1%
98	210	7.1%
96	167	5.7%
97	156	5.3%
95	150	5.1%
94	128	4.3%
93	101	3.4%
92	92	3.1%
91	76	2.6%
89	71	2.4%
Other values (77)	1010	34.2%
(Missing)	553	18.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	4	0.1%
4	4	0.1%
5	9	0.3%
6	17	0.6%
7	21	0.7%
8	39	1.3%
9	66	2.2%
11	1	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
99	240	8.1%
98	210	7.1%
97	156	5.3%
96	167	5.7%
95	150	5.1%
94	128	4.3%
93	101	3.4%
92	92	3.1%
91	76	2.6%
89	71	2.4%

Корь
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	958
Distinct (%)	32.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2411.4861

Minimum	0
Maximum	212183
Zeros	989
Zeros (%)	33.5%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	17
Q3	362
95-th percentile	9968.05
Maximum	212183
Range	212183
Interquartile range (IQR)	362

Descriptive statistics

Standard deviation	11437.95
Coefficient of variation (CV)	4.7431124
Kurtosis	115.45365
Mean	2411.4861
Median Absolute Deviation (MAD)	17
Skewness	9.4647269
Sum	7123530
Variance	1.3082669 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	989	33.5%
1	104	3.5%
2	68	2.3%
3	44	1.5%
4	33	1.1%
6	29	1.0%
7	28	0.9%
5	25	0.8%
8	24	0.8%
9	22	0.7%
Other values (948)	1588	53.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	989	33.5%
1	104	3.5%
2	68	2.3%
3	44	1.5%
4	33	1.1%
5	25	0.8%
6	29	1.0%
7	28	0.9%
8	24	0.8%
9	22	0.7%

Value	Count	Frequency (%)
212183	1	< 0.1%
182485	1	< 0.1%
168107	1	< 0.1%
141258	1	< 0.1%
133802	1	< 0.1%
131441	1	< 0.1%
124219	1	< 0.1%
118712	1	< 0.1%
110927	1	< 0.1%
109023	1	< 0.1%

ИМТ
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	608
Distinct (%)	20.8%
Missing	34
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	38.249007

Minimum	1
Maximum	87.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	1
5-th percentile	5.2
Q1	19.3
median	43.15
Q3	56.1
95-th percentile	64.705
Maximum	87.3
Range	86.3
Interquartile range (IQR)	36.8

Descriptive statistics

Standard deviation	20.022237
Coefficient of variation (CV)	0.52347076
Kurtosis	-1.2895832
Mean	38.249007
Median Absolute Deviation (MAD)	16.35
Skewness	-0.2122584
Sum	111687.1
Variance	400.88995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58.5	18	0.6%
57	16	0.5%
55.8	16	0.5%
54.2	15	0.5%
59.9	15	0.5%
59.3	14	0.5%
56.5	13	0.4%
59.4	13	0.4%
55	13	0.4%
58.1	13	0.4%
Other values (598)	2774	93.9%
(Missing)	34	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
1.4	2	0.1%
1.8	1	< 0.1%
1.9	1	< 0.1%
2	1	< 0.1%
2.1	11	0.4%
2.2	9	0.3%
2.3	6	0.2%
2.4	5	0.2%
2.5	8	0.3%

Value	Count	Frequency (%)
87.3	1	< 0.1%
83.3	1	< 0.1%
82.8	1	< 0.1%
81.6	1	< 0.1%
79.3	1	< 0.1%
77.6	1	< 0.1%
77.3	1	< 0.1%
77.1	1	< 0.1%
76.7	1	< 0.1%
76.2	1	< 0.1%

Смертность детей до 5 лет
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	252
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.029113

Minimum	0
Maximum	2500
Zeros	785
Zeros (%)	26.6%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	29
95-th percentile	137.35
Maximum	2500
Range	2500
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	160.0106
Coefficient of variation (CV)	3.8071372
Kurtosis	110.36654
Mean	42.029113
Median Absolute Deviation (MAD)	4
Skewness	9.5209274
Sum	124154
Variance	25603.392
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	785	26.6%
1	361	12.2%
2	163	5.5%
4	161	5.5%
3	129	4.4%
12	53	1.8%
8	49	1.7%
6	48	1.6%
10	47	1.6%
5	44	1.5%
Other values (242)	1114	37.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	785	26.6%
1	361	12.2%
2	163	5.5%
3	129	4.4%
4	161	5.5%
5	44	1.5%
6	48	1.6%
7	30	1.0%
8	49	1.7%
9	40	1.4%

Value	Count	Frequency (%)
2500	1	< 0.1%
2400	1	< 0.1%
2300	1	< 0.1%
2200	1	< 0.1%
2100	1	< 0.1%
2000	2	0.1%
1900	1	< 0.1%
1800	1	< 0.1%
1700	1	< 0.1%
1600	1	< 0.1%

Полио
Real number (ℝ)

Distinct	73
Distinct (%)	2.5%
Missing	19
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	82.512436

Minimum	3
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	3
5-th percentile	9
Q1	78
median	93
Q3	97
95-th percentile	99
Maximum	99
Range	96
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	23.417474
Coefficient of variation (CV)	0.28380539
Kurtosis	3.7753816
Mean	82.512436
Median Absolute Deviation (MAD)	6
Skewness	-2.0962188
Sum	242174
Variance	548.37808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	376	12.7%
98	255	8.6%
96	207	7.0%
97	205	6.9%
95	182	6.2%
94	159	5.4%
93	121	4.1%
92	97	3.3%
91	88	3.0%
88	71	2.4%
Other values (63)	1174	39.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	7	0.2%
4	11	0.4%
5	8	0.3%
6	11	0.4%
7	25	0.8%
8	40	1.4%
9	71	2.4%
17	1	< 0.1%
23	1	< 0.1%
24	2	0.1%

Value	Count	Frequency (%)
99	376	12.7%
98	255	8.6%
97	205	6.9%
96	207	7.0%
95	182	6.2%
94	159	5.4%
93	121	4.1%
92	97	3.3%
91	88	3.0%
89	57	1.9%

Общие расходы
Real number (ℝ)

Distinct	818
Distinct (%)	30.0%
Missing	227
Missing (%)	7.7%
Infinite	0
Infinite (%)	0.0%
Mean	5.9394023

Minimum	0.37
Maximum	17.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0.37
5-th percentile	1.93
Q1	4.27
median	5.76
Q3	7.475
95-th percentile	9.76
Maximum	17.6
Range	17.23
Interquartile range (IQR)	3.205

Descriptive statistics

Standard deviation	2.4921585
Coefficient of variation (CV)	0.41959752
Kurtosis	1.1733114
Mean	5.9394023
Median Absolute Deviation (MAD)	1.58
Skewness	0.61840288
Sum	16196.75
Variance	6.2108538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.6	15	0.5%
6.7	12	0.4%
5.6	11	0.4%
3.4	10	0.3%
6.88	10	0.3%
5.25	10	0.3%
5.64	10	0.3%
4.47	10	0.3%
7.1	10	0.3%
9.1	10	0.3%
Other values (808)	2619	88.7%
(Missing)	227	7.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.37	1	< 0.1%
0.65	1	< 0.1%
0.74	1	< 0.1%
0.76	1	< 0.1%
0.92	1	< 0.1%
1.1	2	0.1%
1.12	3	0.1%
1.15	2	0.1%
1.17	2	0.1%
1.18	3	0.1%

Value	Count	Frequency (%)
17.6	1	< 0.1%
17.24	1	< 0.1%
17.2	2	0.1%
17.14	1	< 0.1%
17	1	< 0.1%
16.9	1	< 0.1%
16.61	1	< 0.1%
16.2	1	< 0.1%
15.6	1	< 0.1%
15.57	1	< 0.1%

Дифтерия
Real number (ℝ)

Distinct	81
Distinct (%)	2.8%
Missing	19
Missing (%)	0.6%
Infinite	0
Infinite (%)	0.0%
Mean	82.285179

Minimum	2
Maximum	99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	2
5-th percentile	9
Q1	78
median	93
Q3	97
95-th percentile	99
Maximum	99
Range	97
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	23.705305
Coefficient of variation (CV)	0.28808718
Kurtosis	3.5565918
Mean	82.285179
Median Absolute Deviation (MAD)	6
Skewness	-2.0707088
Sum	241507
Variance	561.94148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	350	11.8%
98	254	8.6%
97	205	6.9%
95	202	6.8%
96	201	6.8%
94	149	5.0%
93	121	4.1%
92	100	3.4%
91	92	3.1%
89	77	2.6%
Other values (71)	1184	40.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	4	0.1%
4	12	0.4%
5	10	0.3%
6	16	0.5%
7	22	0.7%
8	39	1.3%
9	67	2.3%
16	1	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
99	350	11.8%
98	254	8.6%
97	205	6.9%
96	201	6.8%
95	202	6.8%
94	149	5.0%
93	121	4.1%
92	100	3.4%
91	92	3.1%
89	77	2.6%

ВИЧ/СПИД
Real number (ℝ)

Distinct	200
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8586662

Minimum	0.1
Maximum	50.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.1
median	0.1
Q3	0.8
95-th percentile	9.17
Maximum	50.6
Range	50.5
Interquartile range (IQR)	0.7

Descriptive statistics

Standard deviation	5.3882302
Coefficient of variation (CV)	2.8989768
Kurtosis	31.048587
Mean	1.8586662
Median Absolute Deviation (MAD)	0
Skewness	5.1507013
Sum	5490.5
Variance	29.033025
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	1781	60.3%
0.2	124	4.2%
0.3	115	3.9%
0.4	69	2.3%
0.5	42	1.4%
0.6	35	1.2%
0.8	32	1.1%
0.9	32	1.1%
0.7	29	1.0%
1.6	21	0.7%
Other values (190)	674	22.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1781	60.3%
0.2	124	4.2%
0.3	115	3.9%
0.4	69	2.3%
0.5	42	1.4%
0.6	35	1.2%
0.7	29	1.0%
0.8	32	1.1%
0.9	32	1.1%
1	12	0.4%

Value	Count	Frequency (%)
50.6	1	< 0.1%
50.3	1	< 0.1%
49.9	1	< 0.1%
49.1	1	< 0.1%
48.8	1	< 0.1%
46.4	1	< 0.1%
43.7	1	< 0.1%
43.5	2	0.1%
42.1	2	0.1%
40.7	1	< 0.1%

ВВП
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	2490
Distinct (%)	99.4%
Missing	448
Missing (%)	15.2%
Infinite	0
Infinite (%)	0.0%
Mean	7438.0049

Minimum	1.68135
Maximum	119172.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	1.68135
5-th percentile	66.619576
Q1	458.98607
median	1746.3692
Q3	5873.3865
95-th percentile	41517.057
Maximum	119172.74
Range	119171.06
Interquartile range (IQR)	5414.4004

Descriptive statistics

Standard deviation	14235.692
Coefficient of variation (CV)	1.9139127
Kurtosis	12.424293
Mean	7438.0049
Median Absolute Deviation (MAD)	1575.8405
Skewness	3.2180989
Sum	18639640
Variance	2.0265492 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
325.678573	2	0.1%
118.69383	2	0.1%
127.47462	2	0.1%
111.227396	2	0.1%
955.648466	2	0.1%
713.63562	2	0.1%
65.824121	2	0.1%
547.3588785	2	0.1%
396.9982166	2	0.1%
414.796232	2	0.1%
Other values (2480)	2486	84.2%
(Missing)	448	15.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.68135	1	< 0.1%
3.685949	1	< 0.1%
4.6135745	1	< 0.1%
5.6687264	1	< 0.1%
8.376432	1	< 0.1%
11.147277	1	< 0.1%
11.33678	1	< 0.1%
11.553196	1	< 0.1%
11.631377	1	< 0.1%
12.1789279	1	< 0.1%

Value	Count	Frequency (%)
119172.7418	1	< 0.1%
115761.577	1	< 0.1%
114293.8433	1	< 0.1%
113751.85	1	< 0.1%
89739.7117	1	< 0.1%
88564.82298	1	< 0.1%
87998.44468	1	< 0.1%
87646.75346	1	< 0.1%
86852.7119	1	< 0.1%
85948.746	1	< 0.1%

Население
Real number (ℝ)

Distinct	2278
Distinct (%)	99.0%
Missing	652
Missing (%)	22.1%
Infinite	0
Infinite (%)	0.0%
Mean	12720485

Minimum	34
Maximum	1.2938593 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	34
5-th percentile	9844.55
Q1	196567.25
median	1396804.5
Q3	7470403.5
95-th percentile	47337645
Maximum	1.2938593 × 10⁹
Range	1.2938593 × 10⁹
Interquartile range (IQR)	7273836.2

Descriptive statistics

Standard deviation	60803209
Coefficient of variation (CV)	4.7799442
Kurtosis	300.07523
Mean	12720485
Median Absolute Deviation (MAD)	1367549
Skewness	15.970525
Sum	2.9282557 × 10¹⁰
Variance	3.6970302 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
444	4	0.1%
12222251	2	0.1%
14386649	2	0.1%
292	2	0.1%
127445	2	0.1%
718239	2	0.1%
1141	2	0.1%
15777451	2	0.1%
15411675	2	0.1%
155456	2	0.1%
Other values (2268)	2280	77.2%
(Missing)	652	22.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34	1	< 0.1%
36	1	< 0.1%
41	1	< 0.1%
43	1	< 0.1%
123	1	< 0.1%
135	1	< 0.1%
146	1	< 0.1%
286	1	< 0.1%
292	2	0.1%
297	1	< 0.1%

Value	Count	Frequency (%)
1293859294	1	< 0.1%
1179681239	1	< 0.1%
1161977719	1	< 0.1%
1144118674	1	< 0.1%
1126135777	1	< 0.1%
258162113	1	< 0.1%
255131116	1	< 0.1%
248883232	1	< 0.1%
242524123	1	< 0.1%
236159276	1	< 0.1%

Худоба 1-19 лет
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	200
Distinct (%)	6.8%
Missing	34
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.8516096

Minimum	0.1
Maximum	27.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.6
Q1	1.6
median	3.4
Q3	7.2
95-th percentile	13.8
Maximum	27.7
Range	27.6
Interquartile range (IQR)	5.6

Descriptive statistics

Standard deviation	4.4150732
Coefficient of variation (CV)	0.91002237
Kurtosis	3.9491852
Mean	4.8516096
Median Absolute Deviation (MAD)	2.4
Skewness	1.702325
Sum	14166.7
Variance	19.492872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	74	2.5%
1.9	65	2.2%
0.8	64	2.2%
0.7	63	2.1%
1.2	63	2.1%
2.1	61	2.1%
1.5	60	2.0%
2.2	58	2.0%
2	57	1.9%
1.6	57	1.9%
Other values (190)	2298	77.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	28	0.9%
0.2	40	1.4%
0.3	32	1.1%
0.4	5	0.2%
0.5	35	1.2%
0.6	41	1.4%
0.7	63	2.1%
0.8	64	2.2%
0.9	57	1.9%
1	74	2.5%

Value	Count	Frequency (%)
27.7	1	< 0.1%
27.5	1	< 0.1%
27.4	1	< 0.1%
27.3	1	< 0.1%
27.2	2	0.1%
27.1	2	0.1%
27	3	0.1%
26.9	2	0.1%
26.8	2	0.1%
26.7	1	< 0.1%

Худоба 5-9 лет
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	207
Distinct (%)	7.1%
Missing	34
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	4.8819178

Minimum	0.1
Maximum	28.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.5
Q1	1.5
median	3.4
Q3	7.2
95-th percentile	13.8
Maximum	28.6
Range	28.5
Interquartile range (IQR)	5.7

Descriptive statistics

Standard deviation	4.5032798
Coefficient of variation (CV)	0.92244073
Kurtosis	4.3396012
Mean	4.8819178
Median Absolute Deviation (MAD)	2.4
Skewness	1.7688685
Sum	14255.2
Variance	20.279529
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9	69	2.3%
1.1	67	2.3%
1.9	63	2.1%
0.5	63	2.1%
1	62	2.1%
2.1	61	2.1%
1.3	60	2.0%
1.5	57	1.9%
1.7	56	1.9%
0.6	54	1.8%
Other values (197)	2308	78.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	37	1.3%
0.2	45	1.5%
0.3	25	0.8%
0.4	17	0.6%
0.5	63	2.1%
0.6	54	1.8%
0.7	46	1.6%
0.8	36	1.2%
0.9	69	2.3%
1	62	2.1%

Value	Count	Frequency (%)
28.6	1	< 0.1%
28.5	1	< 0.1%
28.4	1	< 0.1%
28.3	1	< 0.1%
28.2	1	< 0.1%
28.1	1	< 0.1%
28	2	0.1%
27.9	1	< 0.1%
27.8	2	0.1%
27.7	1	< 0.1%

Индекс состава доходов
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	625
Distinct (%)	22.4%
Missing	167
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	0.62646932

Minimum	0
Maximum	0.948
Zeros	130
Zeros (%)	4.4%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2783
Q1	0.491
median	0.676
Q3	0.779
95-th percentile	0.892
Maximum	0.948
Range	0.948
Interquartile range (IQR)	0.288

Descriptive statistics

Standard deviation	0.21079257
Coefficient of variation (CV)	0.33647708
Kurtosis	1.3576502
Mean	0.62646932
Median Absolute Deviation (MAD)	0.129
Skewness	-1.1280228
Sum	1745.97
Variance	0.044433508
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	130	4.4%
0.7	17	0.6%
0.739	13	0.4%
0.636	12	0.4%
0.714	12	0.4%
0.735	11	0.4%
0.86	11	0.4%
0.686	11	0.4%
0.737	11	0.4%
0.734	11	0.4%
Other values (615)	2548	86.3%
(Missing)	167	5.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	130	4.4%
0.253	1	< 0.1%
0.255	1	< 0.1%
0.261	1	< 0.1%
0.266	1	< 0.1%
0.268	3	0.1%
0.27	1	< 0.1%
0.276	1	< 0.1%
0.278	1	< 0.1%
0.279	1	< 0.1%

Value	Count	Frequency (%)
0.948	1	< 0.1%
0.945	1	< 0.1%
0.942	1	< 0.1%
0.941	1	< 0.1%
0.939	1	< 0.1%
0.938	1	< 0.1%
0.937	1	< 0.1%
0.936	5	0.2%
0.934	2	0.1%
0.933	1	< 0.1%

Образование
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	173
Distinct (%)	6.2%
Missing	163
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	11.980365

Minimum	0
Maximum	20.7
Zeros	28
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	23.2 KiB

Quantile statistics

Minimum	0
5-th percentile	5.85
Q1	10.1
median	12.3
Q3	14.2
95-th percentile	16.8
Maximum	20.7
Range	20.7
Interquartile range (IQR)	4.1

Descriptive statistics

Standard deviation	3.3533722
Coefficient of variation (CV)	0.27990567
Kurtosis	0.88174718
Mean	11.980365
Median Absolute Deviation (MAD)	2.1
Skewness	-0.59249741
Sum	33437.2
Variance	11.245105
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12.9	58	2.0%
13.3	52	1.8%
12.5	49	1.7%
12.8	46	1.6%
12.3	44	1.5%
12.6	43	1.5%
12.4	42	1.4%
10.7	41	1.4%
11.9	41	1.4%
11.7	40	1.4%
Other values (163)	2335	79.0%
(Missing)	163	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	0.9%
2.8	1	< 0.1%
2.9	4	0.1%
3	1	< 0.1%
3.1	1	< 0.1%
3.3	1	< 0.1%
3.4	1	< 0.1%
3.5	3	0.1%
3.6	1	< 0.1%
3.7	2	0.1%

Value	Count	Frequency (%)
20.7	1	< 0.1%
20.6	1	< 0.1%
20.5	1	< 0.1%
20.4	3	0.1%
20.3	4	0.1%
20.1	2	0.1%
19.8	1	< 0.1%
19.7	1	< 0.1%
19.5	3	0.1%
19.3	2	0.1%

Auto

Heatmap
Table

	Год	Продолжительность жизни	Смертность среди взрослых	Смертность младенцев	Алкоголь	Процентное использование расходов	Гепатит B	Корь	ИМТ	Смертность детей до 5 лет	Полио	Общие расходы	Дифтерия	ВИЧ/СПИД	ВВП	Население	Худоба 1-19 лет	Худоба 5-9 лет	Индекс состава доходов	Образование	Статус
Год	1.000	0.157	-0.051	-0.052	-0.099	-0.049	0.102	-0.099	0.147	-0.052	0.111	0.079	0.134	-0.056	0.179	0.045	-0.040	-0.039	0.201	0.194	0.000
Продолжительность жизни	0.157	1.000	-0.650	-0.604	0.438	0.430	0.354	-0.282	0.586	-0.622	0.537	0.290	0.547	-0.757	0.644	-0.093	-0.611	-0.621	0.866	0.814	0.627
Смертность среди взрослых	-0.051	-0.650	1.000	0.395	-0.214	-0.299	-0.228	0.144	-0.393	0.408	-0.320	-0.171	-0.328	0.526	-0.385	0.100	0.390	0.405	-0.549	-0.497	0.366
Смертность младенцев	-0.052	-0.604	0.395	1.000	-0.380	-0.362	-0.346	0.571	-0.482	0.993	-0.432	-0.216	-0.429	0.491	-0.510	0.450	0.456	0.470	-0.580	-0.601	0.064
Алкоголь	-0.099	0.438	-0.214	-0.380	1.000	0.301	0.113	-0.198	0.323	-0.379	0.261	0.339	0.276	-0.193	0.424	-0.009	-0.464	-0.458	0.510	0.548	0.668
Процентное использование расходов	-0.049	0.430	-0.299	-0.362	0.301	1.000	0.106	-0.154	0.280	-0.364	0.213	0.163	0.226	-0.259	0.807	-0.068	-0.306	-0.307	0.507	0.490	0.448
Гепатит B	0.102	0.354	-0.228	-0.346	0.113	0.106	1.000	-0.227	0.196	-0.346	0.793	0.044	0.818	-0.341	0.260	-0.117	-0.050	-0.066	0.359	0.362	0.173
Корь	-0.099	-0.282	0.144	0.571	-0.198	-0.154	-0.227	1.000	-0.277	0.572	-0.270	-0.187	-0.268	0.204	-0.214	0.293	0.310	0.324	-0.230	-0.283	0.021
ИМТ	0.147	0.586	-0.393	-0.482	0.323	0.280	0.196	-0.277	1.000	-0.494	0.326	0.266	0.336	-0.518	0.483	-0.068	-0.564	-0.574	0.619	0.616	0.459
Смертность детей до 5 лет	-0.052	-0.622	0.408	0.993	-0.379	-0.364	-0.346	0.572	-0.494	1.000	-0.436	-0.221	-0.432	0.516	-0.517	0.444	0.464	0.477	-0.591	-0.612	0.060
Полио	0.111	0.537	-0.320	-0.432	0.261	0.213	0.793	-0.270	0.326	-0.436	1.000	0.142	0.921	-0.487	0.397	-0.100	-0.223	-0.233	0.530	0.527	0.305
Общие расходы	0.079	0.290	-0.171	-0.216	0.339	0.163	0.044	-0.187	0.266	-0.221	0.142	1.000	0.158	-0.139	0.155	-0.092	-0.358	-0.374	0.217	0.288	0.432
Дифтерия	0.134	0.547	-0.328	-0.429	0.276	0.226	0.818	-0.268	0.336	-0.432	0.921	0.158	1.000	-0.473	0.405	-0.090	-0.236	-0.245	0.534	0.532	0.313
ВИЧ/СПИД	-0.056	-0.757	0.526	0.491	-0.193	-0.259	-0.341	0.204	-0.518	0.516	-0.487	-0.139	-0.473	1.000	-0.483	0.097	0.478	0.465	-0.652	-0.620	0.130
ВВП	0.179	0.644	-0.385	-0.510	0.424	0.807	0.260	-0.214	0.483	-0.517	0.397	0.155	0.405	-0.483	1.000	-0.052	-0.420	-0.429	0.696	0.666	0.479
Население	0.045	-0.093	0.100	0.450	-0.009	-0.068	-0.117	0.293	-0.068	0.444	-0.100	-0.092	-0.090	0.097	-0.052	1.000	0.080	0.092	-0.058	-0.073	0.053
Худоба 1-19 лет	-0.040	-0.611	0.390	0.456	-0.464	-0.306	-0.050	0.310	-0.564	0.464	-0.223	-0.358	-0.236	0.478	-0.420	0.080	1.000	0.947	-0.578	-0.577	0.463
Худоба 5-9 лет	-0.039	-0.621	0.405	0.470	-0.458	-0.307	-0.066	0.324	-0.574	0.477	-0.233	-0.374	-0.245	0.465	-0.429	0.092	0.947	1.000	-0.577	-0.578	0.466
Индекс состава доходов	0.201	0.866	-0.549	-0.580	0.510	0.507	0.359	-0.230	0.619	-0.591	0.530	0.217	0.534	-0.652	0.696	-0.058	-0.578	-0.577	1.000	0.901	0.707
Образование	0.194	0.814	-0.497	-0.601	0.548	0.490	0.362	-0.283	0.616	-0.612	0.527	0.288	0.532	-0.620	0.666	-0.073	-0.577	-0.578	0.901	1.000	0.644
Статус	0.000	0.627	0.366	0.064	0.668	0.448	0.173	0.021	0.459	0.060	0.305	0.432	0.313	0.130	0.479	0.053	0.463	0.466	0.707	0.644	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	Год	Статус	Продолжительность жизни	Смертность среди взрослых	Смертность младенцев	Алкоголь	Процентное использование расходов	Гепатит B	Корь	ИМТ	Смертность детей до 5 лет	Полио	Общие расходы	Дифтерия	ВИЧ/СПИД	ВВП	Население	Худоба 1-19 лет	Худоба 5-9 лет	Индекс состава доходов	Образование
0	2015	Развивающаяся	65.00	263.00	62	0.01	71.28	65.00	1154	19.10	83	6.00	8.16	65.00	0.10	584.26	33736494.00	17.20	17.30	0.48	10.10
1	2014	Развивающаяся	59.90	271.00	64	0.01	73.52	62.00	492	18.60	86	58.00	8.18	62.00	0.10	612.70	327582.00	17.50	17.50	0.48	10.00
2	2013	Развивающаяся	59.90	268.00	66	0.01	73.22	64.00	430	18.10	89	62.00	8.13	64.00	0.10	631.74	31731688.00	17.70	17.70	0.47	9.90
3	2012	Развивающаяся	59.50	272.00	69	0.01	78.18	67.00	2787	17.60	93	67.00	8.52	67.00	0.10	669.96	3696958.00	17.90	18.00	0.46	9.80
4	2011	Развивающаяся	59.20	275.00	71	0.01	7.10	68.00	3013	17.20	97	68.00	7.87	68.00	0.10	63.54	2978599.00	18.20	18.20	0.45	9.50
5	2010	Развивающаяся	58.80	279.00	74	0.01	79.68	66.00	1989	16.70	102	66.00	9.20	66.00	0.10	553.33	2883167.00	18.40	18.40	0.45	9.20
6	2009	Развивающаяся	58.60	281.00	77	0.01	56.76	63.00	2861	16.20	106	63.00	9.42	63.00	0.10	445.89	284331.00	18.60	18.70	0.43	8.90
7	2008	Развивающаяся	58.10	287.00	80	0.03	25.87	64.00	1599	15.70	110	64.00	8.33	64.00	0.10	373.36	2729431.00	18.80	18.90	0.43	8.70
8	2007	Развивающаяся	57.50	295.00	82	0.02	10.91	63.00	1141	15.20	113	63.00	6.73	63.00	0.10	369.84	26616792.00	19.00	19.10	0.41	8.40
9	2006	Развивающаяся	57.30	295.00	84	0.03	17.17	64.00	1990	14.70	116	58.00	7.43	58.00	0.10	272.56	2589345.00	19.20	19.30	0.41	8.10

	Год	Статус	Продолжительность жизни	Смертность среди взрослых	Смертность младенцев	Алкоголь	Процентное использование расходов	Гепатит B	Корь	ИМТ	Смертность детей до 5 лет	Полио	Общие расходы	Дифтерия	ВИЧ/СПИД	ВВП	Население	Худоба 1-19 лет	Худоба 5-9 лет	Индекс состава доходов	Образование
2944	2009	Развивающаяся	50.00	587.00	30	4.64	1.04	73.00	853	29.00	45	69.00	6.26	73.00	18.10	65.82	1381599.00	7.50	7.40	0.42	9.90
2945	2008	Развивающаяся	48.20	632.00	30	3.56	20.84	75.00	0	28.60	46	75.00	4.96	75.00	20.50	325.68	13558469.00	7.80	7.80	0.42	9.70
2946	2007	Развивающаяся	46.60	67.00	29	3.88	29.81	72.00	242	28.20	46	73.00	4.47	73.00	23.70	397.00	1332999.00	8.20	8.20	0.41	9.60
2947	2006	Развивающаяся	45.40	7.00	28	4.57	34.26	68.00	212	27.90	45	71.00	5.12	7.00	26.80	414.80	13124267.00	8.60	8.60	0.41	9.50
2948	2005	Развивающаяся	44.60	717.00	28	4.14	8.72	65.00	420	27.50	43	69.00	6.44	68.00	30.30	444.77	129432.00	9.00	9.00	0.41	9.30
2949	2004	Развивающаяся	44.30	723.00	27	4.36	0.00	68.00	31	27.10	42	67.00	7.13	65.00	33.60	454.37	12777511.00	9.40	9.40	0.41	9.20
2950	2003	Развивающаяся	44.50	715.00	26	4.06	0.00	7.00	998	26.70	41	7.00	6.52	68.00	36.70	453.35	12633897.00	9.80	9.90	0.42	9.50
2951	2002	Развивающаяся	44.80	73.00	25	4.43	0.00	73.00	304	26.30	40	73.00	6.53	71.00	39.80	57.35	125525.00	1.20	1.30	0.43	10.00
2952	2001	Развивающаяся	45.30	686.00	25	1.72	0.00	76.00	529	25.90	39	76.00	6.16	75.00	42.10	548.59	12366165.00	1.60	1.70	0.43	9.80
2953	2000	Развивающаяся	46.00	665.00	24	1.68	0.00	79.00	1483	25.50	39	78.00	7.10	78.00	43.50	547.36	12222251.00	11.00	11.20	0.43	9.80

Most frequently occurring

	Год	Статус	Продолжительность жизни	Смертность среди взрослых	Смертность младенцев	Алкоголь	Процентное использование расходов	Гепатит B	Корь	ИМТ	Смертность детей до 5 лет	Полио	Общие расходы	Дифтерия	ВИЧ/СПИД	ВВП	Население	Худоба 1-19 лет	Худоба 5-9 лет	Индекс состава доходов	Образование	# duplicates
0	2000	Развивающаяся	46.00	665.00	24	1.68	0.00	79.00	1483	25.50	39	78.00	7.10	78.00	43.50	547.36	12222251.00	11.00	11.20	0.43	9.80	2
1	2001	Развивающаяся	45.30	686.00	25	1.72	0.00	76.00	529	25.90	39	76.00	6.16	75.00	42.10	548.59	12366165.00	1.60	1.70	0.43	9.80	2
2	2002	Развивающаяся	44.80	73.00	25	4.43	0.00	73.00	304	26.30	40	73.00	6.53	71.00	39.80	57.35	125525.00	1.20	1.30	0.43	10.00	2
3	2003	Развивающаяся	44.50	715.00	26	4.06	0.00	7.00	998	26.70	41	7.00	6.52	68.00	36.70	453.35	12633897.00	9.80	9.90	0.42	9.50	2
4	2004	Развивающаяся	44.30	723.00	27	4.36	0.00	68.00	31	27.10	42	67.00	7.13	65.00	33.60	454.37	12777511.00	9.40	9.40	0.41	9.20	2
5	2005	Развивающаяся	44.60	717.00	28	4.14	8.72	65.00	420	27.50	43	69.00	6.44	68.00	30.30	444.77	129432.00	9.00	9.00	0.41	9.30	2
6	2006	Развивающаяся	45.40	7.00	28	4.57	34.26	68.00	212	27.90	45	71.00	5.12	7.00	26.80	414.80	13124267.00	8.60	8.60	0.41	9.50	2
7	2007	Развивающаяся	46.60	67.00	29	3.88	29.81	72.00	242	28.20	46	73.00	4.47	73.00	23.70	397.00	1332999.00	8.20	8.20	0.41	9.60	2
8	2008	Развивающаяся	48.20	632.00	30	3.56	20.84	75.00	0	28.60	46	75.00	4.96	75.00	20.50	325.68	13558469.00	7.80	7.80	0.42	9.70	2
9	2009	Развивающаяся	50.00	587.00	30	4.64	1.04	73.00	853	29.00	45	69.00	6.26	73.00	18.10	65.82	1381599.00	7.50	7.40	0.42	9.90	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Cyrillic

Most occurring blocks

Most frequent character per block

Cyrillic

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring